diff --git a/src/transformers/modeling_utils.py b/src/transformers/modeling_utils.py
index a1a0ad7d36fd..898fd0508997 100644
--- a/src/transformers/modeling_utils.py
+++ b/src/transformers/modeling_utils.py
@@ -1487,7 +1487,7 @@ def from_pretrained(cls, pretrained_model_name_or_path: Optional[Union[str, os.P
                 Please refer to the mirror site for more information.
             _fast_init(`bool`, *optional*, defaults to `True`):
                 Whether or not to disable fast initialization.
-            low_cpu_mem_usage(`bool``, *optional*, defaults to `False`):
+            low_cpu_mem_usage(`bool`, *optional*, defaults to `False`):
                 Tries to not use more than 1x model size in CPU memory (including peak memory) while loading the model.
                 This is an experimental feature and a subject to change at any moment.
             torch_dtype (`str` or `torch.dtype`, *optional*):